Deep Learning for Donor Insights: Transforming Prospect Development with TensorFlow™

Track: Data Analytics Symposium

Session Number: 1219
Date: Thu, Aug 9th, 2018
Time: 11:00 AM - 11:30 AM
Room: Room 315-316

Description:

In this session, we will introduce deep learning key concepts, workflow and use cases for prospect development. Attendees will specifically explore how to use tools such as R and TensorFlow, an open-source software library, to build and train a deep neural network classifier (model) to help identify new prospects, drive actionable recommendations, and beyond.
Sub-Categorization: Enterprise Track
Session Type: PD or DAS Case Study (30 minutes)

Primary Competency: DA:Competency 4: Statistical Techniques and Competencies
Secondary Competency: RM:Competency 6: Prospect Strategy
Tertiary Competency: CA:Competency 5: Prospect and Portfolio Management
Intended Audience Level: Level I, Level II
Recommended Prerequisites: Recommended familiarity with prospect development and data/information management concepts. No programming background required, but technical backgrounds will help with key concepts and some technical details.
Learning Objective #1: Attendees will learn Deep Learning key concepts and workflow
Learning Objective #2: Attendees will explore how to use Deep Learning to enhance prospect development tasks
Shop Size: All Shop Sizes
Sub-Categorization: Enterprise Track
Session Type: PD or DAS Case Study (30 minutes)

Primary Competency: DA:Competency 4: Statistical Techniques and Competencies
Secondary Competency: RM:Competency 6: Prospect Strategy
Tertiary Competency: CA:Competency 5: Prospect and Portfolio Management
Intended Audience Level: Level I, Level II
Recommended Prerequisites: Recommended familiarity with prospect development and data/information management concepts. No programming background required, but technical backgrounds will help with key concepts and some technical details.
Learning Objective #1: Attendees will learn Deep Learning key concepts and workflow
Learning Objective #2: Attendees will explore how to use Deep Learning to enhance prospect development tasks
Shop Size: All Shop Sizes